{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Spot Diagram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import SpotDiagram\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = CookeTriplet()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spot = SpotDiagram(lens, fields=[(0, 1)])\n",
    "spot.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spot = SpotDiagram(lens)\n",
    "spot.view()"
   ]
  }
 ],
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